Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI

Semantic segmentation using convolutional neural networks (CNNs) is the state-of-the-art for many medical image segmentation tasks including myocardial segmentation in cardiac MR images. However, the predicted segmentation maps obtained from such standard CNN do not allow direct quantification of re...

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Veröffentlicht in:	Medical Image Analysis 2022-10, Vol.81
Hauptverfasser:	Tilborghs, Sofie, Bogaert, Jan, Maes, Frederik
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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